Téléchargez le livre :  Extending Explanation-Based Learning by Generalizing the Structure of Explanations

Extending Explanation-Based Learning by Generalizing the Structure of Explanations



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Éditeur :

Morgan Kaufmann


Paru le : 2014-07-10



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Description
Extending Explanation-Based Learning by Generalizing the Structure of Explanations presents several fully-implemented computer systems that reflect theories of how to extend an interesting subfield of machine learning called explanation-based learning. This book discusses the need for generalizing explanation structures, relevance to research areas outside machine learning, and schema-based problem solving. The result of standard explanation-based learning, BAGGER generalization algorithm, and empirical analysis of explanation-based learning are also elaborated. This text likewise covers the effect of increased problem complexity, rule access strategies, empirical study of BAGGER2, and related work in similarity-based learning. This publication is suitable for readers interested in machine learning, especially explanation-based learning.
Pages
236 pages
Collection
n.c
Parution
2014-07-10
Marque
Morgan Kaufmann
EAN papier
9780273088172
EAN PDF SANS DRM
9781483258911

Prix
57,97 €

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